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microDS-Projects

A collection of data science microprojects to hone specific concepts and embrace the journey of continuous learning.

Micro-project name Micro-project motivation Stack
Analysis of Airbnb Listings in Lyon Apply descriptive statistics to explore the relationship between Airbnb listing price's in Lyon and others attributes. Python, pandas, matplotlib, seaborn.
Multiple linear regression model for US health dat Construct a multilinear regression model and explore the charges of health policy in US. Python, pandas, numpy, seaborn, matplotlib, sklearn.
Classical Sentiment Analysis Practice This project harnesses machine learning to analyze and interpret the emotional tone of tweets, showcasing the intersection of data science and natural language processing in understanding digital communication. Python, pandas, numpy, seaborn, matplotlib, sklearn, re, wordcloud, NLTK.

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